title: Frontal EEG theta changes assess the training improvements of novices in flight simulation tasks.
abstract: The aim of the study is to analyze the variation of the EEG power spectra in theta band when a novice starts to learn a new task. In particular, the goal is to find out the differences from the beginning of the training to the session in which the performance level is good enough for considering him/her able to complete the task without any problems. While the novices were engaged in the flight simulation tasks we recorded the brain activity by using high resolution EEG techniques as well as neurophysiologic variables such as heart rate (HR) and eye blinks rate (EBR). Results show clear changes in the EEG power spectra in theta band over the frontal brain areas, either over the left, the midline and the right side, during the learning process of the task. These results are also supported by the autonomic signals of HR and EBR, by the performances' trends and by the questionnaires for the evaluation of the perceived workload level.
authors.forename: G
authors.initials: G
authors.lastname: Borghini
authors.forename: P
authors.initials: P
authors.lastname: Arico
authors.forename: L
authors.initials: L
authors.lastname: Astolfi
authors.forename: J
authors.initials: J
authors.lastname: Toppi
authors.forename: F
authors.initials: F
authors.lastname: Cincotti
authors.forename: D
authors.initials: D
authors.lastname: Mattia
authors.forename: P
authors.initials: P
authors.lastname: Cherubino
authors.forename: G
authors.initials: G
authors.lastname: Vecchiato
authors.forename: A G
authors.initials: AG
authors.lastname: Maglione
authors.forename: I
authors.initials: I
authors.lastname: Graziani
authors.forename: F
authors.initials: F
authors.lastname: Babiloni
mesh_terms: D000328:Adult; D000401:Aircraft; D005133:Eye Movements / Q000502:physiology; D005260:Female; D006339:Heart Rate / Q000502:physiology; D006801:Humans; D008297:Male; D013647:Task Performance and Analysis; D013663:Teaching; D013826:Theta Rhythm / Q000502:physiology*; D014584:User-Computer Interface; D018910:Video Games